The present disclosure provides computer-based methods and systems for controlling peptide synthesis. An embodiment begins by providing a manufacturing process that synthesizes peptides using solid phase slug flow. In turn, the manufacturing process is automated through use of a machine learning engine by selecting values for operating conditions for the manufacturing process. In such an embodiment, a given operating condition is flow rate profile. An embodiment generates an indication of the selected values for the operating conditions and controls the manufacturing process therewith.

An apparatus includes a flow cell body, a plurality of electrodes, an integrated circuit, and an imaging assembly. The flow cell body defines one or more flow channels and a plurality of wells. Each flow channel is configured to receive a flow of fluid. Each well is fluidically coupled with the corresponding flow channel. Each well is configured to contain at least one polynucleotide. Each electrode is positioned in a corresponding well of the plurality of wells. The electrodes are operable to effect writing of polynucleotides in the corresponding wells. The integrated circuit is operable to drive selective deposition or activation of selected nucleotides to attach to polynucleotides in the wells to thereby generate polynucleotides representing machine-written data in the wells. The imaging assembly is operable to capture images indicative of one or more nucleotides in a polynucleotide.

Described herein are techniques that improve the collection and readout of charge carriers in an integrated circuit. Some aspects of the present disclosure relate to integrated circuits having pixels with a plurality of charge storage regions. Some aspects of the present disclosure relate to integrated circuits configured to substantially simultaneously collect and read out charge carriers, at least in part. Some aspects of the present disclosure relate to integrated circuits having a plurality of pixels configured to transfer charge carriers between charge storage regions within each pixel substantially at the same time. Some aspects of the present disclosure relate to integrated circuits having three or more sequentially coupled charge storage regions. Some aspects of the present disclosure relate to integrated circuits capable of increased charge transfer rates. Some aspects of the present disclosure relate to techniques for manufacturing and operating integrated circuits according to the other techniques described herein.

Apparatus, computer program products, and methods for using a flow cell array are provided herein. A computer program product includes a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a device to cause the device to determine placement of one or more reaction sites on a first component; provide a material for the reaction sites in one or more surface channels of the first component; connect the first component to a second component to form an array, wherein the surface channels of the first component connect the reaction sites with one or more vias, and wherein the second component comprises the vias connected to multiple sub-surface channels; and align the surface channels of the first component with the vias of the second component to form a connection between the first component and the second component.

Systems, computer program products, and methods for using a flow cell array are provided herein. A system includes at least one processor coupled to a memory and configured for delivering multiple items of chemical matter independently to multiple reaction sites of a flow cell array across multiple distinct instances of time; imaging multiple parallel chemical reactions at the multiple reaction sites of the flow cell array; and recording an emission from each of the multiple chemical reactions site.

Provided are systems and methods for analyte detection and analysis. A system can comprise an open substrate. The open substrate may be configured to rotate or otherwise move. The open substrate can comprise an array of individually addressable locations, with analytes immobilized thereto. The substrate may be spatially indexed to identify nucleic acid molecules from one or more sources, and/or sequences thereof, with the respective one or more sources. A solution comprising a plurality of probes may be directed across the array to couple at least one of the plurality of probes with at least one of the analytes to form a bound probe. A detector can be configured to detect a signal from the bound probe via scanning of the substrate while minimizing temperature fluctuations of the substrate or optical aberrations caused by bubbles.

Systems, computer program products, and methods for using a flow cell array are provided herein. A system includes at least one processor coupled to a memory and configured for determining placement of multiple reaction site openings, wherein each reaction site opening is connected to a first sub-surface channel; connecting the first sub-surface channel to two or more additional sub-surface channels by multiple vias; and providing a material for multiple reaction sites, wherein an overlap of the multiple reaction site openings and the material delineate the multiple reaction sites.

Provided are systems and methods for analyte detection and analysis. A system can comprise an open substrate. The open substrate may be configured to rotate or otherwise move. The open substrate can comprise an array of individually addressable locations, with analytes immobilized thereto. The substrate may be spatially indexed to identify nucleic acid molecules from one or more sources, and/or sequences thereof, with the respective one or more sources. A solution comprising a plurality of probes may be directed across the array to couple at least one of the plurality of probes with at least one of the analytes to form a bound probe. A detector can be configured to detect a signal from the bound probe via scanning of the substrate while minimizing temperature fluctuations of the substrate or optical aberrations caused by bubbles.

Provided herein are devices, methods, and systems for polynucleotide synthesis comprising a thermocycler comprising a plurality of individual chambers having a capability to control its own temperature setting and a machine learning for generating a recommendation of a design of experiment for polynucleotide synthesis.

A method of synthesis of a nucleotide chain, the nucleotide chain including an ordered plurality of nucleotides, the method including: identifying a first nucleotide of the ordered plurality of nucleotides; controlling a polymerase enzyme to assemble the first nucleotide onto the nucleotide chain by electrically modulating an electrode; identifying a subsequent nucleotide in the ordered plurality of nucleotides as a current nucleotide; and controlling the polymerase enzyme to assemble the current nucleotide onto an end of the nucleotide chain by electrically modulating the electrode.